DocumentCode
635950
Title
FPGA implementation of the V-disparity based obstacles detection approach
Author
Irki, Zohir ; Bendaoudi, Hamza ; Devy, Michel ; Khouas, Abdelhakim
Author_Institution
LSN, Ecole Mil. Polytech. (EMP), Algiers, Algeria
fYear
2013
fDate
25-28 June 2013
Firstpage
1104
Lastpage
1111
Abstract
In this paper we present an implementation of the whole V-disparity obstacles detection approach on an FPGA component. This approach is based on the use of stereoscopic images for the construction of an image called the V-disparity image from which obstacles can be easily extracted using a particular Hough transform. FPGA represents a good alternative for the use of the approach on an embedded system. The implementation of the approach on an FPGA component requires parallelizing all its steps which are the stereoscopic matching, the V-disparity image construction and obstacles extraction using a unidirectional Hough transform. These steps have been described with VHDL language using the ISE 9.2 software. Finally, the entire approach has been implemented on a Virtex-II type XC2V1000 FG456-4 placed on an RC200 board.
Keywords
Hough transforms; feature extraction; field programmable gate arrays; hardware description languages; image matching; object detection; stereo image processing; FPGA component; FPGA implementation; ISE 9.2 software; RC200 board; V-disparity based obstacles detection approach; V-disparity image construction; VHDL language; Virtex-II type XC2V1000 FG456-4; obstacles extraction; stereoscopic images; stereoscopic matching; unidirectional Hough transform; Computer architecture; Field programmable gate arrays; Image edge detection; Real-time systems; Stereo image processing; Transforms; CENSUS stereoscopic matching; FPGA; Hough transform; Obstacles detection; V-disparity;
fLanguage
English
Publisher
ieee
Conference_Titel
Control & Automation (MED), 2013 21st Mediterranean Conference on
Conference_Location
Chania
Print_ISBN
978-1-4799-0995-7
Type
conf
DOI
10.1109/MED.2013.6608859
Filename
6608859
Link To Document